NIQ Launches Product Intelligence to Power AI-Driven Commerce

Key Terms

agentic commerce technical

Agentic commerce is buying and selling driven by autonomous digital agents — such as smart apps, bots, or AI assistants — that act on a person’s or business’s behalf to find, compare, negotiate and execute transactions. Investors should care because these agents can change who controls customer relationships, cut costs and speed up sales like a personal shopper that never sleeps, but they also shift competitive dynamics, data value and regulatory risk for platforms and retailers.

retail media technical

Retail media is the practice of retailers selling advertising space and promotional placements on their websites, apps, in-store screens and checkout areas, using their customer shopping data to target ads. It matters to investors because it creates a high-margin, recurring revenue stream for retailers—like a grocery store renting its endcap for featured products—and can boost profit and valuation by turning customer traffic into advertising sales.

restricted share units financial

Restricted share units (RSUs) are a promise from a company to give an employee or service provider actual shares or cash equal to the shares after certain conditions are met, typically staying with the company for a set time or hitting performance targets. Think of them like a time-locked gift card that becomes usable only after you’ve earned it. For investors, RSUs matter because they align employee incentives with company performance and can increase the number of shares outstanding over time, diluting existing ownership and affecting earnings per share.

rsus financial

RSUs, or restricted stock units, are a form of company shares given to employees as part of their compensation. They are typically awarded with certain restrictions, such as a waiting period before they can be fully owned or sold, similar to earning a gift that becomes fully yours over time. For investors, RSUs can impact a company's stock offerings and reflect how much the company relies on stock-based incentives to attract and retain talent.

form 4 regulatory

Form 4 is a official document that company insiders, such as executives or major shareholders, file with regulators whenever they buy or sell company shares. It provides transparency about how those with inside knowledge are trading, helping investors see if insiders are confident in the company's prospects or may be selling for personal reasons. This information can influence investor decisions by revealing insiders' perspectives on the company's value.

8-k regulatory

An 8-K is a public report companies must file with the U.S. Securities and Exchange Commission to disclose major events or changes that shareholders should know about, such as leadership changes, mergers, financial surprises, or legal developments. It matters to investors because it acts like a breaking-news alert for a company’s health and prospects—providing timely facts that can affect stock value and investment decisions.

10-q regulatory

A 10-Q is a company’s required quarterly filing with U.S. regulators that provides updated financial statements, management discussion of results, and disclosures about risks, legal matters and operational changes. Think of it as a quarterly report card and progress update that lets investors track recent performance, spot trends or warning signs between annual reports, and make informed buy/sell decisions based on the latest verified financial and business information.

net dollar retention financial

Net dollar retention measures how much a company's existing customers spend over time, including any increases or decreases, after accounting for cancellations or reductions. It shows whether current customers are growing their business with the company or reducing their spending, which is important for investors because it indicates the company's ability to retain and expand its revenue from current clients. A high net dollar retention suggests strong customer loyalty and growth potential.

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New solution structures and enriches fragmented product data to help brands and retailers fuel AI discovery, recommendations, and agentic commerce

CHICAGO--(BUSINESS WIRE)-- NielsenIQ (NYSE: NIQ) today announced the launch of NIQ Product Intelligence, a new solution designed to help retailers and brands transform fragmented product data into structured, interoperable intelligence that fuels AI-driven commerce.

As AI increasingly shapes how consumers discover, evaluate, and purchase products, the quality and completeness of product data have become a defining competitive advantage. In AI-mediated commerce environments, products that lack structured, enriched, and machine-readable data risk becoming invisible to recommendation engines, AI assistants, and autonomous purchasing agents.

NIQ Product Intelligence addresses this challenge by creating a unified product intelligence layer that standardizes attributes, resolves product identity across systems, and enriches product data at scale, enabling AI systems to better understand, match, recommend, and surface products across digital and physical commerce channels.

For example, a traditional keyword search may only surface products containing exact terms like “protein snack” or “low-alcohol drinks.” AI-driven commerce experiences require a much deeper understanding of consumer intent and context, helping consumers discover products through nuanced requests such as “a healthy chocolate brownie alternative that still feels indulgent,” “a premium low-alcohol drink for a dinner party,” or “a gluten-free movie snack for family night.” Product Intelligence helps structure and enrich product data so AI systems can better interpret consumer needs, understand product attributes and context, and surface the most relevant recommendations.

Built on NIQ’s existing global commerce data assets and harmonization expertise, Product Intelligence helps brands and retailers:

• Build a unified and interoperable product intelligence layer
• Standardize and enrich product attributes at scale
• Improve product matching, discoverability, and cross-system consistency
• Enable products to become recommendation-ready across emerging AI commerce environments

“AI systems can only reason over products they can properly understand,” said Troy Treangen, Chief Product Officer, NIQ. “Product Intelligence creates a structured, interoperable product layer that resolves fragmented data, enriches attributes, and enables AI systems to identify, compare, and recommend products with far greater accuracy.”

NIQ Product Intelligence is built on NIQ’s global commerce intelligence infrastructure, including relationships with more than 8,900 retailers across 90 countries, a product catalog spanning more than 246 million unique items, and over 10 billion maintained product attributes. The solution also leverages NIQ’s decades of expertise in harmonizing and enriching complex commerce data across retailers, brands, and digital platforms.

The launch of Product Intelligence represents the first major offering within NIQ’s broader Commerce Intelligence portfolio, combining NIQ’s existing data assets, product content capabilities, and harmonization expertise into solutions that help customers build for the next era of AI-driven and agentic commerce today. NIQ will showcase Product Intelligence and its role in enabling agentic commerce at NIQ’s annual C360 event, taking place June 8-11 in San Antonio, Texas. To learn more and register for the event, visit the NIQ C360 event page.

FAQs

What is NIQ Product Intelligence?
NIQ Product Intelligence is a solution that transforms fragmented product data into a unified, AI-ready product layer by standardizing attributes, resolving product identity, and connecting data across systems.

What problem does NIQ Product Intelligence solve?
NIQ Product Intelligence helps brands and retailers address fragmented product data, inconsistent attributes, disconnected systems, and limited transparency into how products are categorized, tagged, and discovered across AI-driven commerce environments. The solution enables organizations to better manage and augment product attributes as consumer behaviors and recommendation systems evolve.

How does it support AI and agentic commerce?
NIQ Product Intelligence provides an AI-ready data foundation that improves how products are matched, surfaced, and recommended across retail media, ecommerce, and AI-driven discovery.

When will NIQ Product Intelligence be available?
NIQ Product Intelligence is now available in the United States, with expansion plans to be evaluated over time.

About NIQ
NielsenIQ (NYSE: NIQ) is a leading consumer intelligence company, delivering the most complete and trusted understanding of consumer buying behavior and revealing new pathways to growth. By combining an unmatched global data footprint and granular consumer and retail measurement with decades of AI modeling expertise, NIQ builds decision systems that help companies turn complex data into confident action.

With operations in more than 90 countries, NIQ covers approximately 82% of the world’s population and more than $7.4 trillion in global consumer spend. Through cloud-based platforms, advanced analytics and AI-driven insights, NIQ delivers The Full View™—helping brands and retailers understand what consumers buy, why they buy it, and what to do next.

For more information, please visit www.niq.com.

Forward Looking Statement
This press release regarding NIQ Product Intelligence may contain forward-looking statements regarding anticipated consumer behaviors, market trends, and industry developments. These statements reflect current expectations and projections based on available data, historical patterns, and various assumptions. Words such as “will,” “may,” “expects,” “anticipates,” “projects,” “believes,” “forecasts,” “plan,” “look ahead,” and similar expressions are intended to identify such forward-looking statements. These statements are not guarantees of future outcomes and are subject to inherent uncertainties, including changes in consumer preferences, economic conditions, technological advancements, and competitive dynamics. Actual results may differ materially from those expressed or implied in these statements. While we strive to base our insights on reliable data and sound methodologies, we undertake no obligation to update any forward-looking statements to reflect future events or circumstances, except to the extent required by applicable law.

© 2026 Nielsen Consumer LLC. All Rights Reserved.

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Media Contact:
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Source: NIQ Global Intelligence plc